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1. 2025

Traffic Flow Prediction Based on Spatio-Temporal Aggregated Graph Neural Networks

Transportation Research Record: Journal of the Transportation Research Board

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2. 2025

Data-Driven Semi-Supervised Machine Learning with Safety Indicators for Abnormal Driving Behavior Detection

Transportation Research Record: Journal of the Transportation Research Board, 16p

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3. 2025

Compromised Decision-Making Approach to Speed Limit Value of Hard Shoulder Running at Freeway Merge Areas Using Integrated Entropy Weight Method-VIKOR Method

Transportation Research Record: Journal of the Transportation Research Board

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4. 2025

Machine Learning Approach for Ex-Post Evaluation of Road Traffic Collision Severity Trends

Transportation Research Record: Journal of the Transportation Research Board

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5. 2025

Embedding-Based Representation Learning for Forecasting Flight Characteristics

Transportation Research Record: Journal of the Transportation Research Board

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6. 2025

Deep Learning Network Model for Road Pavement Damage Detection Based on YOLOv8s-GES

Transportation Research Record: Journal of the Transportation Research Board

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7. 2025

Integrated Synchromodal Transport Planning and Preference Learning

Transportation Research Record: Journal of the Transportation Research Board

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8. 2025

Multi-Agent Deep Reinforcement Learning with Graph Attention Network for Traffic Signal Control in Multiple-Intersection Urban Areas

Transportation Research Record: Journal of the Transportation Research Board

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9. 2025

Dynamic Spatio-Temporal Residual Hypergraph Convolutional Networks for Traffic Flow Forecasting

Transportation Research Record: Journal of the Transportation Research Board

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10. 2025

Hybrid Local-Feature-Based Approach for Automated Rail Extraction from Lidar Data

Transportation Research Record: Journal of the Transportation Research Board

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11. 2025

Estimating Pedestrian Volumes at Intersections using Artificial Intelligence: A ChatGPT Vision Approach

Transportation Research Record: Journal of the Transportation Research Board

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12. 2024-12

Prediction of Vehicular Yielding Intention While Approaching a Pedestrian Crosswalk

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1751-1766

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13. 2024-12

A Comprehensive Business Location Choice Model Leveraging Machine Learning in Systematic Choice Set

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1856-1871

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14. 2024-12

Short-Term Origin-Destination Demand Prediction Based on Spatiotemporal Encoder-Decoder Network with a Residual Feature Extractor

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 887-907

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15. 2024-12

Can Reclaimed Asphalt Pavement Aggregates be Effectively Utilized in Designing Paving-Grade Geopolymer Concrete? An Experimental Study with Strength Prediction Using Machine Learning Algorithms

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1905-1922

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16. 2024-12

Text and Voice Message Distraction Detection: A Machine Learning Approach Using Vehicle Trajectory Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 2005-2016

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17. 2024-12

Developing a Model to Predict Bleeding Areas in Asphalt Pavements Using Artificial Neural Network

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1444-1453

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18. 2024-12

Deep Reinforcement Learning Technique for Traffic Metering in Connected Urban Street Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1872-1888

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19. 2024-12

Predicting Directional Traffic Volume at Intersections with Automated Traffic Signal Performance Measures Data Using Machine Learning Algorithms

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1736-1750

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20. 2024-12

Commercial Truck Risk Assessment and Factor Analysis Based on Vehicle Trajectory and In-Vehicle Monitoring Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1428-1443

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21. 2024-12

Cognitive Workload Estimation in Conditionally Automated Vehicles Using Transformer Networks Based on Physiological Signals

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1183-1196

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22. 2024-12

Classification of Driver Cognitive Load in Conditionally Automated Driving: Utilizing Electrocardiogram-Based Spectrogram with Lightweight Neural Network

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1560-1573

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23. 2024-12

Research on Intelligent Signal Timing Optimization of Signalized Intersection Based on Deep Reinforcement Learning Using Floating Car Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1126-1147

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24. 2024-12

Leveraging Machine Learning Algorithms to Predict and Analyze Single-Vehicle and Multi-Vehicle Crash Occurrences on Motorways

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1329-1345

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25. 2024-12

Incident Delay Prediction in Urban Railway Systems: Methodology Review and Exploratory Comparative Analysis

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1629-1638

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Keywords:

Index Terms:

x Artificial intelligence

x Backpropagation

x Case based reasoning

x Expert systems

x Intelligent agents

x Machine learning

x Neural networks

x Pattern recognition systems

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